Yannick Berthoumieu

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

22h-index2.2kcitations264works0.52yr avg
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Research Topics

Image Retrieval and Classification Techniques(54), Remote-Sensing Image Classification(45), Advanced Image and Video Retrieval Techniques(34), Medical Image Segmentation Techniques(32), Advanced Vision and Imaging(24)

Publications264 total

Generalized Shortest Path-based Superpixels for 3D Spherical Image Segmentation
arXiv (Cornell University)·2025Open Access
Handling Multiple Hypotheses in Coarse-to-Fine Dense Image Matching
arXiv (Cornell University)·2025Open Access
Handling Multiple Hypotheses In Coarse-To-Fine Dense Image Matching
2025
Alternative Cholesky Decomposition and family of scale mixture of Normal distribution: A joint modeling approach
Signal Processing·2025
Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding
2024
Image super-resolution with PCA Reduced generalized Gaussian mixture models
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
A general robust approach for joint modeling of the family of scale mixture of Normal distribution
Signal Processing·2024· 3 cited
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification
IEEE Access·2024· 1 citedOpen Access
Adaptive online estimation for mixtures of ECD: a geometric approach
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Weakly Supervised Disentanglement with Triplet Network
2023
SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization
Neural Computing and Applications·2023· 2 citedOpen Access
A Gaussian mixture model with multiple tangent planes
2023
Generalization of the shortest path approach for superpixel segmentation of omnidirectional images
Pattern Recognition·2023· 2 citedOpen Access
A General Robust Approach for Joint Modeling of the Family of Scale Mixture of Normal Distribution
SSRN Electronic Journal·2023Open Access
Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science
Inverse Problems and Imaging·2023· 2 citedOpen Access
ICIP 2022 Organizing Committee
2022 IEEE International Conference on Image Processing (ICIP)·2022Open Access
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features
2022 IEEE International Conference on Image Processing (ICIP)·2022· 1 citedOpen Access
Modèle d'ensemble d'apprentissage profond basé sur la représentation au second ordre de descripteurs multi-couches d'un CNN
SPIRE - Sciences Po Institutional REpository·2022Open Access
Automatic selection of latent variables in variational auto-encoders
2022 30th European Signal Processing Conference (EUSIPCO)·2022· 1 cited
Patch-based image Super Resolution using generalized Gaussian mixture\n model
arXiv (Cornell University)·2022· 1 citedOpen Access
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Frequent Co-authors

Lionel Bombrun(17), Salem Said(10), Christian Germain(9), Nour-Eddine Lasmar(6), Rémi Mégret(6), Marc Donias(5), Junshi Xia(4), Olivier Lavialle(4), Mohamed Najim(3), Audrey Giremus(3), Éric Grivel(3), Abdourrahmane M. Atto(3), Ioana Ilea(3), Paolo Zanini(2), Marco Congedo(2), Christian Jutten(2), Frédéric Pascal(2), Jean‐Yves Tourneret(2), Youssef Stitou(2), Guillaume Bourmaud(2)